Load-transfer-associated settlements of a piled building during shield tunnelling in soft ground

G Zheng, R Wang, H Lei, T Zhang, Q Fan - Tunnelling and Underground …, 2023 - Elsevier
This study investigates the response of piled buildings to shield tunnelling in soft ground
based on both a case history and numerical modelling. The findings indicate that building …

Estimation of ultimate bearing capacity of driven piles in c-φ soil using MLP-GWO and ANFIS-GWO models: a comparative study

A Dehghanbanadaki, M Khari, ST Amiri, DJ Armaghani - Soft Computing, 2021 - Springer
A new forecast method is proposed in order to improve the estimation accuracy of the
ultimate bearing capacity (UBC) of single driven piles. The performance of the adaptive …

[HTML][HTML] Effect of SVM kernel functions on bearing capacity assessment of deep foundations

D Jahed Armaghani, YY Ming… - Journal of Soft …, 2023 - jsoftcivil.com
Pile foundations are vastly utilized in construction projects where their capacities (pile
bearing capacity, PBC) should be determined in different stages of construction. A highly …

Discovering key factors and causalities impacting bridge pile resistance using Ensemble Bayesian networks: A bridge infrastructure asset management system

X Hu, RH Assaad, M Hussein - Expert Systems with Applications, 2024 - Elsevier
Bridges are one of the critical infrastructure systems and play a critical role in supporting the
economic development of nations. During the planning, design, and construction phases of …

Application of improved ANFIS approaches to estimate bearing capacity of piles

H Harandizadeh, MM Toufigh, V Toufigh - Soft Computing, 2019 - Springer
An accurate estimation of deep foundation bearing capacity in different types of soils with the
aid of the field experiments results is taken into account as the most important problems in …

Expert knowledge–guided Bayesian belief networks for predicting bridge pile capacity

RH Assaad, X Hu, M Hussein - Journal of Bridge Engineering, 2023 - ascelibrary.org
Bridge pile capacity is a vital criterion used to assure the durability and stability of a bridge
pile foundation. In fact, reliably predicting the pile capacity plays a significant role in …

[PDF][PDF] Estimation of load-bearing capacity of bored piles using machine learning models

PB Thai, DD Nguyen, QAB Thi… - Vietnam journal of …, 2022 - researchgate.net
The ultimate bearing capacity of bored piles is an essential parameter in foundation design
of structure. In the present study, three Machine Learning (ML) methods namely Adaptive …

Developing soft-computing regression model for predicting soil bearing capacity using soil index properties

AS Ibrahim, AA Musa, AY Abdulfatah, A Idris - Modeling Earth Systems …, 2023 - Springer
There are challenges associated with determining the actual behaviour of soil foundation
due to its heterogeneous nature especially when subjected to an imposed loading. This has …

[HTML][HTML] Evaluation of ultimate bearing capacity of pre-stressed high-strength concrete pipe pile embedded in saturated sandy soil based on in-situ test

Y Wei, D Wang, J Li, Y Jie, Z Ke, J Li, T Wong - Applied Sciences, 2020 - mdpi.com
Estimation of ultimate bearing capacity (UBC) of pre-stressed high-strength concrete (PHC)
pipe pile is critical for optimizing pile design and construction. In this study, a standard …

Factors affecting axial and lateral load transfer of hollow fibre-reinforced polymer piles in soft clay

K Lowry, MT Rayhani - International Journal of Geotechnical …, 2023 - Taylor & Francis
The growing interest in the long-term performance of pile foundations and their ability to
resist the negative effects of water exposure and aggressive environmental conditions has …